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Biomimetics: An Enhanced Idbo-Cnn-Bilstm Model For Sentiment Analysis of Natural Disaster Tweets by Prateek is a document available to read on EtoBox.
This article presents an enhanced IDBO-CNN-BiLSTM model for sentiment analysis of tweets related to natural disasters, specifically Hurricane Harvey. The model improves the accuracy of emotional polarity recognition by optimizing hyperparameters using an improved Dung Beetle Optimization algorithm, achieving an accuracy of 0.8033, which outperforms existing models. The study highlights the importance of accurate sentiment analysis in aiding emergency decision-making during natural disasters.
- Author
- Prateek
- Language
- EN